The Deep Learning with Keras Workshop
The Deep Learning with Keras Workshop outlines a simple and straightforward way for you to understand deep learning with Keras. Starting with basic concepts such as data preprocessing, this book equips you with all the tools and techniques required for training your neural networks to solve various modeling problems.
Offered by
Difficulty Level
Intermediate
Completion Time
16h32m
Language
English
About Book
Who Is This Book For?
If you know the basics of data science and machine learning and want to get started with advanced machine learning technologies like artificial neural networks and deep learning, then this is the book for you. To grasp the concepts explained in this deep learning book more effectively, prior experience in Python programming and some familiarity with statistics and logistic regression are a must.
The Deep Learning with Keras Workshop
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 16h32m total length
Introduction to Machine Learning with Keras
Machine Learning versus Deep Learning
Deep Learning with Keras
Evaluating your Model with Cross-Validation Using Keras Wrappers
Improving Model Accuracy
Model Evaluation
Computer Vision with Convolutional Neural Networks
Transfer Learning and Pre-Trained Models
Sequential Modeling with Recurrent Neural Networks
Related Resources
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